An embedded FPGA-SoC framework and its usage in moving object tracking application


          

刊名：Design automation for embedded systems
作者：Pandey, Jai Gopal（CSIR Cent Elect Engn Res Inst, Integrated Syst Lab, Pilani 333031, Rajasthan, India）
刊号：736LB006
ISSN：0929-5585
出版年：2021
年卷期：2021, vol.25, no.3
页码：213-236
总页数：24
分类号：TN40
关键词：Moving object tracking；Mean shift；FPGAs；SoCs；Embedded framework
参考中译：
语种：eng
文摘：Moving object tracking is a computation-intensive operation that requires accelerating hardware solution. In this work, a high-performance design for mean shift based moving object tracking algorithm and its FPGA implementation is done. Here, associated circuits are utilized as intellectual-property cores to implement an embedded system-on-a-chip (SoC) framework for real-time moving object tracking application. Real-time video with 640 x 480 resolution at 60 frames per second is captured and buffered in SDRAM, and processing is performed on the temporal frames. In the implemented FPGA-SoC framework, PowerPC processor embedded inside the FPGA device is used for the platform configuration, IPs control, and running the application program. The design require 30.08% slices, 35.14% BRAMs, and 43.75% DSP48E slices of Xilinx Virtex-5 xc5vfx70t FPGA device on the ML-507 platform. The computed power is 48.3 mW.



©2016机械工业出版社（机械工业信息研究院） 京ICP备05055788号-35